Domain: Community Detection

Overview

Dataset List

We use benchmark tool to generate synthetic networks with 1000 nodes as the ground truth. The LFR-benchmark parameters are set as follows: Number of nodes: 1000 Average degree: 20 Maximum degree: 100 Exponent for the degree distribution: 2 Exponent for the community size distrib...
BASELINE NMI Evaluation
OSLOM 0.7309 Detail
Louvain 0.0000 Detail
Infomap 0.0000 Detail
We use benchmark tool to generate synthetic networks with 1000 nodes as the ground truth. The LFR-benchmark parameters are set as follows: Number of nodes: 1000 Average degree: 20 Maximum degree: 100 Exponent for the degree distribution: 2 Exponent for the community size distrib...
BASELINE NMI Evaluation
OSLOM 1.0000 Detail
Infomap 0.9941 Detail
Louvain 0.9018 Detail
We use benchmark tool to generate synthetic networks with 1000 nodes as the ground truth. The LFR-benchmark parameters are set as follows: Number of nodes: 1000 Average degree: 20 Maximum degree: 100 Exponent for the degree distribution: 2 Exponent for the community size distrib...
BASELINE NMI Evaluation
OSLOM 0.9960 Detail
Infomap 0.9318 Detail
Louvain 0.6000 Detail